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Table 6: 
Comparisons with baselines. +RC denotes GCNs with residual connections. +RC+LA refers to GCNs with both residual connections and layer aggregations. DCGCNi represents our model with i blocks, containing i × (n + m) layers. The number of layers for each model is shown in parentheses.
GCNBCGCNBC
+RC (2) 16.8 48.1 +RC+LA (2) 18.3 47.9 
+RC (4) 18.4 49.6 +RC+LA (4) 18.0 51.1 
+RC (6) 19.9 49.7 +RC+LA (6) 21.3 50.8 
+RC (9) 21.1 50.5 +RC+LA (9) 22.0 52.6 
+RC (10) 20.7 50.7 +RC+LA (10) 21.2 52.9 
 
DCGCN1 (9) 22.9 53.0 DCGCN3 (27) 24.8 54.7 
DCGCN2 (18) 24.2 54.4 DCGCN4 (36) 25.5 55.4 
GCNBCGCNBC
+RC (2) 16.8 48.1 +RC+LA (2) 18.3 47.9 
+RC (4) 18.4 49.6 +RC+LA (4) 18.0 51.1 
+RC (6) 19.9 49.7 +RC+LA (6) 21.3 50.8 
+RC (9) 21.1 50.5 +RC+LA (9) 22.0 52.6 
+RC (10) 20.7 50.7 +RC+LA (10) 21.2 52.9 
 
DCGCN1 (9) 22.9 53.0 DCGCN3 (27) 24.8 54.7 
DCGCN2 (18) 24.2 54.4 DCGCN4 (36) 25.5 55.4 
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